Selbstgesteuertes Projekt
Amazon Robotics - Black-Friday Fleet Coordination
Softwareentwicklung · September 2026
Eine ProoV-Fallstudie · Lernprojekt, kein Arbeitsverhältnis
Built an end-to-end warehouse fleet coordination prototype for Black Friday surge conditions: modeled the FC as a grid world, implemented optimal A* pathfinding, and extended it to centralized cooperative A* with reservation tables that prevent both vertex and edge collisions. Validated a realistic operating policy with staggered charging and dispersed idle parking, then used simulation evidence to recommend a single-zone pilot to leadership.
Bewertet nach
- Problem framing & operational stakes20%
- Algorithmic depth - A* and cooperative coordination30%
- Coordination policy realism - deadlock, charging, idle25%
- Throughput trade-off analysis15%
- Executive pitch to leadership10%
Bestanden · Bestehensgrenze 55/100
Was herausstach6
- Implemented A* with Manhattan heuristic on a 4-connected grid and showed it beat Dijkstra in node expansions
- Built a reservation-table approach that blocks both vertex collisions and head-on edge swaps
- Chose a realistic coordination policy: priority-watchdog replanning, staggered charging, and dispersed perimeter idle parking
- Used simulator output to identify a concave throughput optimum at 35 robots and justified the trade-off
- Leakage-Free Feature Engineering
- Honest Model Evaluation
Meine eingereichte Arbeit20 Aufgaben
12 Aufgaben · 7.7k Zeichen · Python · 8 Textantworten · 353 Wörter
- Role And Mission115 Zeichen
- Amazon Robotics Context459 Zeichen
- Grid World Theory104 Zeichen
- State Representation Task341 Zeichen
- State Representation Task ValidatorPython · 1.8k Zeichen
- Phase1 Recap348 Zeichen
- Astar Theory124 Zeichen
- Astar Implementation Cell3.4k Zeichen
- Astar Solution Correct4 Zeichen
- Single Unit Challenge465 Zeichen
- Phase2 Recap374 Zeichen
- Multi Agent Problem111 Zeichen
- Role And Mission1 Wort
- Amazon Robotics Context37 Wörter
- Grid World Theory1 Wort
- State Representation Task1 Wort
- State Representation Task Validator133 Wörter
- Phase1 Recap23 Wörter
- Astar Theory1 Wort
- Astar Implementation Cell156 Wörter
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